深度學習 OSS Nvidia 驅動程式 AMI GPU PyTorch 2.7 (Ubuntu 22.04) 20260308 - AWS 深度學習 AMIs

本文為英文版的機器翻譯版本,如內容有任何歧義或不一致之處,概以英文版為準。

深度學習 OSS Nvidia 驅動程式 AMI GPU PyTorch 2.7 (Ubuntu 22.04) 20260308

如需入門說明,請參閱 DLAMI 入門

主要套件版本
supported_ec2_instances G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en, P6-B200
operating_system Ubuntu 22.04.5 LTS
compute_architecture x86_64
kernel_version 6.8.0-1047-aws
framework_version 2.7
python_location /opt/pytorch/bin/python
nvidia_driver 580.126.09
nvidia_cuda_stack /usr/local/cuda-12.8
gdr_copy 2.5.1
nvidia_container_toolkit_version 1.18.2
efa_version 1.45.0
ofi_nccl_version 1.17.2
nvme_location /opt/dlami/nvme
ebs_volume_type gp3
ssm_agent_version 3.3.3050.0
先前版本的套件變更
注意

所有 DLAMI 都會依照 AWS 最佳實務掃描漏洞。雖然我們持續升級至最新的套件版本,但某些相依性可能需要特定的套件降級來維持相容性。這些調整不會影響我們的安全狀態。如需 AWS 安全措施的相關資訊,請參閱我們的AWS 安全文件

新增的套件
linux-aws-6.8-headers-6.8.0-1047-6.8.0-1047.50~22.04.1
linux-aws-6.8-tools-6.8.0-1047-6.8.0-1047.50~22.04.1
linux-headers-6.8.0-1047-aws-6.8.0-1047.50~22.04.1
linux-image-6.8.0-1047-aws-6.8.0-1047.50~22.04.1
linux-modules-6.8.0-1047-aws-6.8.0-1047.50~22.04.1
linux-modules-extra-6.8.0-1047-aws-6.8.0-1047.50~22.04.1
linux-tools-6.8.0-1047-aws-6.8.0-1047.50~22.04.1
lustre-client-modules-6.8.0-1047-aws-2.15.6-1fsx28
更新套件
套件名稱 先前版本 新版本
Authlib 1.6.8 1.6.9
SQLAlchemy 2.0.46 2.0.48
amazon-cloudwatch-agent 1.300064.0b1337-1 1.300064.1b1344-1
awscli 1.44.44 1.44.53
boto3 1.42.54 1.42.63
botocore 1.42.54 1.42.63
cachetools 7.0.1 7.0.3
certifi 2026.1.4 2026.2.25
charset-normalizer 3.4.4 3.4.5
cpp-12 12.3.0-1ubuntu1~22.04.2 12.3.0-1ubuntu1~22.04.3
databricks-sdk 0.91.0 0.96.0
docker-ce-cli 29.2.1-1~ubuntu.22.04~jammy 29.3.0-1~ubuntu.22.04~jammy
docker-ce-rootless-extras 29.2.1-1~ubuntu.22.04~jammy 29.3.0-1~ubuntu.22.04~jammy
docker-compose-plugin 5.0.2-1~ubuntu.22.04~jammy 5.1.0-1~ubuntu.22.04~jammy
fastapi 0.129.2 0.135.1
filelock 3.24.3 3.25.0
gcc-12-base 12.3.0-1ubuntu1~22.04.2 12.3.0-1ubuntu1~22.04.3
geventhttpclient 2.3.7 2.3.9
git-man 2.34.1-1ubuntu1.15 2.34.1-1ubuntu1.17
google-auth 2.48.0 2.49.0
graphql-core 3.2.7 3.2.8
inspectorssmplugin 1.0.441 1.0.443
intel-microcode 3.20250812.0ubuntu0.22.04.1 3.20260210.0ubuntu0.22.04.1
ipython 9.10.0 9.11.0
jupyterlab 4.5.4 4.5.5
libasan8 12.3.0-1ubuntu1~22.04.2 12.3.0-1ubuntu1~22.04.3
libatomic1 12.3.0-1ubuntu1~22.04.2 12.3.0-1ubuntu1~22.04.3
libcc1-0 12.3.0-1ubuntu1~22.04.2 12.3.0-1ubuntu1~22.04.3
libcurl3-gnutls 7.81.0-1ubuntu1.21 7.81.0-1ubuntu1.22
libcurl4 7.81.0-1ubuntu1.21 7.81.0-1ubuntu1.22
libgcc-12-dev 12.3.0-1ubuntu1~22.04.2 12.3.0-1ubuntu1~22.04.3
libgcc-s1 12.3.0-1ubuntu1~22.04.2 12.3.0-1ubuntu1~22.04.3
libgfortran5 12.3.0-1ubuntu1~22.04.2 12.3.0-1ubuntu1~22.04.3
libgomp1 12.3.0-1ubuntu1~22.04.2 12.3.0-1ubuntu1~22.04.3
libitm1 12.3.0-1ubuntu1~22.04.2 12.3.0-1ubuntu1~22.04.3
liblsan0 12.3.0-1ubuntu1~22.04.2 12.3.0-1ubuntu1~22.04.3
libnss3 3.98-0ubuntu0.22.04.2 3.98-0ubuntu0.22.04.3
libquadmath0 12.3.0-1ubuntu1~22.04.2 12.3.0-1ubuntu1~22.04.3
libstdc++6 12.3.0-1ubuntu1~22.04.2 12.3.0-1ubuntu1~22.04.3
libtsan2 12.3.0-1ubuntu1~22.04.2 12.3.0-1ubuntu1~22.04.3
libubsan1 12.3.0-1ubuntu1~22.04.2 12.3.0-1ubuntu1~22.04.3
linux-aws 6.8.0-1046.49~22.04.1 6.8.0-1047.50~22.04.1
linux-headers-aws 6.8.0-1046.49~22.04.1 6.8.0-1047.50~22.04.1
linux-image-aws 6.8.0-1046.49~22.04.1 6.8.0-1047.50~22.04.1
linux-libc-dev 5.15.0-170.180 5.15.0-171.181
linux-modules-extra-aws 6.8.0-1046.49~22.04.1 6.8.0-1047.50~22.04.1
linux-tools-common 5.15.0-170.180 5.15.0-171.181
lustre-client-utils 2.15.6-1fsx26 2.15.6-1fsx28
mlflow 3.10.0 3.10.1
mlflow-skinny 3.10.0 3.10.1
mlflow-tracing 3.10.0 3.10.1
narwhals 2.16.0 2.17.0
nltk 3.9.2 3.9.3
onnx-ir 0.1.16 0.2.0
onnxruntime 1.24.2 1.24.3
opentelemetry-api 1.39.1 1.40.0
opentelemetry-proto 1.39.1 1.40.0
opentelemetry-sdk 1.39.1 1.40.0
opentelemetry-semantic-conventions 0.60b1 0.61b0
platformdirs 4.4.0 4.9.4
python-dotenv 1.2.1 1.2.2
pytz 2025.2 2026.1.post1
regex 2026.2.19 2026.2.28
sagemaker 3.4.1 3.5.0
sagemaker-core 2.4.1 2.5.0
sagemaker-mlops 1.4.1 1.5.0
sagemaker-serve 1.4.1 1.5.0
sagemaker-train 1.4.1 1.5.0
scipy 1.17.0 1.17.1
sosreport 4.9.2-0ubuntu0~22.04.1 4.10.2-0ubuntu0~22.04.1
tabulate 0.9.0 0.10.0
tritonclient 2.65.0 2.66.0
wireless-regdb 2025.07.10-0ubuntu1~22.04.1 2025.10.07-0ubuntu1~22.04.1
yarl 1.22.0 1.23.0
移除的套件
套件名稱
linux-modules-extra-6.8.0-1046-aws
lustre-client-modules-6.8.0-1046-aws